An Introduction to Statistical Methods and Data Analysis
An Introduction to Statistical Methods and Data Analysis
7th Edition
ISBN: 9781305269477
Author: R. Lyman Ott, Micheal T. Longnecker
Publisher: Cengage Learning
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Suppose a study wants to predict the market price of a certain species of turtle (Y) based on the following independent variables indicated in the table. Based from the table, what is the equation of the multiple linear regression? (Round off up to two decimal places.    Market Price = 0.07 - 0.40*weight + 1.51*length + 1.41*width + 0.80*age       Market Price = - 0.40*weight + 1.51*length + 1.41*width + 0.80*age       Market Price = 0.07 + 0.40*weight + 1.51*length + 1.41*width + 0.80*age       Market Price = 0.07 - 0.40 + weight + 1.51 + length + 1.41 + width + 0.80 + age
A researcher notes​ that, in a certain​ region, a disproportionate number of software millionaires were born around the year 1955. Is this a​ coincidence, or does birth year matter when gauging whether a software founder will be​successful? The researcher investigated this question by analyzing the data shown in the accompanying table. Complete parts a through c below. a. Find the coefficient of determination for the simple linear regression model relating number​ (y) of software millionaire birthdays in a decade to total number​ (x) of births in the region. Interpret the result. The coefficient of determination is 1.___? ​(Round to three decimal places as​ needed.) This value indicates that 2.____ of the sample variation in the number of software millionaire birthdays is explained by the linear relationship with the total number of births in the region. ​(Round to one decimal place as​ needed.)   b. Find the coefficient of determination for the simple linear regression model…
A sixth-grade teacher believes that there is a relationship between his students’ IQscores (y) and the numbers of hours (x) they spend watching television each week. Thefollowing table shows a random sample of 7 sixth-grade students.y 125 116 97 114 85 107 105x 5 10 30 16 41 28 21 Does the data provide sufficient evidence to indicate that the simple linear regressionmodel is appropriate to describe the relationship between x and y? Perform a model utilitytest at α = 0.05. (Give H0, Ha, rejection region, observed test statistic, P-value, decisionand conclusion.)Find the Pearson sample correlation coefficient between x and y. Then interpretthe result.
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